eess.SY · 2026-05-30 · No. 12
Systems and Control, 2026-05-30.
1 new papers in eess.SY. Titles, authors,
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01 — The papers
1 entries-
01
BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and Control
Felix Koch, Thomas Krug, Fabian Raisch, Benjamin Schäfer, Benjamin Tischler
eess.SY · cs.LG
Machine learning (ML) is increasingly used for data-driven modeling of buildings to enable downstream tasks such as fault detection and diagnosis, and energy-efficient control. While recent work improves generalization across building characteristics, weather, and occupancy, generalization also depends on sufficient exploration of the control-driven system state space. Existing real-world datasets and simulation environments predominantly...
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